Description

This analysis provides a forecast of XRP prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-05-18 1.315921 1.626543 2.035168 2.632722 3.523786 4.879328 7.281307
2025-05-25 0.954238 1.301798 1.838491 2.806478 4.738793 9.214583 25.292914
2025-06-01 0.748096 1.080008 1.644433 2.815038 5.739494 15.912332 129.582605
2025-06-08 0.609746 0.911235 1.456014 2.697242 6.366581 25.012901 3802.342364
2025-06-15 0.540323 0.835882 1.404213 2.837874 8.024034 55.690358 NaN
2025-06-22 0.478796 0.758644 1.320974 2.851132 9.387691 129.546822 NaN
2025-06-29 0.424714 0.683930 1.220773 2.762522 10.251131 315.889879 NaN
2025-07-06 0.383682 0.626882 1.144546 2.708036 11.346240 1426.303794 NaN
2025-07-13 0.366781 0.614070 1.165659 2.987622 15.967821 NaN NaN
2025-07-20 0.346390 0.590489 1.154477 3.153373 21.051741 NaN NaN
2025-07-27 0.322225 0.555332 1.105673 3.145181 24.600863 NaN NaN
2025-08-03 0.297263 0.515330 1.036219 3.014717 25.914208 NaN NaN
2025-08-10 0.281718 0.494511 1.015669 3.104734 33.474527 NaN NaN
2025-08-17 0.270439 0.481722 1.014804 3.298052 49.266237 NaN NaN
2025-08-24 0.255514 0.458878 0.980665 3.303263 61.523449 NaN NaN
2025-08-31 0.238694 0.429965 0.923786 3.153939 64.289885 NaN NaN
2025-09-07 0.230710 0.420590 0.923144 3.330736 103.410462 NaN NaN
2025-09-14 0.220195 0.404156 0.898014 3.347428 140.064623 NaN NaN
2025-09-21 0.208315 0.383420 0.856264 3.235724 155.690352 NaN NaN
2025-09-28 0.198266 0.366240 0.823284 3.167231 185.907588 NaN NaN
2025-10-05 0.195842 0.367124 0.847976 3.520212 661.793345 NaN NaN
2025-10-12 0.191048 0.361717 0.851208 3.731244 3413.304187 NaN NaN
2025-10-19 0.183668 0.349236 0.828519 3.720782 14108.056463 NaN NaN